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» Prototypes Based Relational Learning
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141
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JMLR
2006
153views more  JMLR 2006»
15 years 5 months ago
Collaborative Multiagent Reinforcement Learning by Payoff Propagation
In this article we describe a set of scalable techniques for learning the behavior of a group of agents in a collaborative multiagent setting. As a basis we use the framework of c...
Jelle R. Kok, Nikos A. Vlassis
HICSS
2008
IEEE
235views Biometrics» more  HICSS 2008»
15 years 11 months ago
WikiWinWin: A Wiki Based System for Collaborative Requirements Negotiation
Defining requirements is one of the most critical activities in the development of software intensive systems. The EasyWinWin system has been very good in capturing initial requir...
Da Yang, Di Wu, Supannika Koolmanojwong, A. Winsor...
ICPR
2008
IEEE
15 years 11 months ago
Semi-supervised marginal discriminant analysis based on QR decomposition
In this paper, a novel subspace learning method, semi-supervised marginal discriminant analysis (SMDA), is proposed for classification. SMDA aims at maintaining the intrinsic neig...
Rui Xiao, Pengfei Shi
147
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SIAMCOMP
2008
140views more  SIAMCOMP 2008»
15 years 5 months ago
The Forgetron: A Kernel-Based Perceptron on a Budget
Abstract. The Perceptron algorithm, despite its simplicity, often performs well in online classification tasks. The Perceptron becomes especially effective when it is used in conju...
Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer
ICIP
2006
IEEE
16 years 6 months ago
Denoising Archival Films using a Learned Bayesian Model
We develop a Bayesian model of digitized archival films and use this for denoising, or more specifically de-graining, individual frames. In contrast to previous approaches our mod...
Teodor Mihai Moldovan, Stefan Roth, Michael J. Bla...